公开记录
软件健康报告模式 0.15.0 · 指标 1.13.0 · 2026-07-19 21:18 UTC

qualixar / superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

PythonAGPL-3.0★ 197 星标⑂ 31 复刻始于 2026年2月在 GitHub 上查看 ↗

qualixar/superlocalmemory 的健康指数为 100 分中的 66 分,处于「中等」区间。 其得分最高的类别是Vitality(87/100),最低的是Security(40/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

66
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

66
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

Qualixar组织
14 关注者17 个公开仓库始于 2026年3月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

87优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
15.9/36提交节奏 — 52 周中有 23 周有提交
18/18提交量 — 最近一年 877 次提交
0/10OpenSSF Scorecard:Maintained — 无数据
所用输入
commits_last_year877
human_commit_share
days_since_last_push0
active_weeks_last_year23

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 23 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 2.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count23
latest_release_tagv3.7.7
releases_from_tags
days_since_latest_release0
mean_days_between_releases2.1

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

63中等 · 占总体的 18%
评分方式
37.2/60星标 — 197 个星标
12.3/25复刻 — 31 个复刻
4.3/15关注者 — 7 位关注者
所用输入
forks31
stars197
watchers7
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(AGPL-3.0)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
52.9/80月度下载量 — npm, pypi 合计每月 9,312 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagessuperlocalmemory, superlocalmemory
dependents
ecosystemsnpm, pypi
total_downloads
monthly_downloads9,312
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

58中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0.5/22.5提交分布 — 头号贡献者编写了 98% 的提交
8.1/13.5贡献者广度 — 6 位贡献者
0/10OpenSSF Scorecard:Contributors — 无数据
所用输入
bus_factor1
contributors_sampled6
top_contributor_share0.978
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
20.3/38.3PR 接受 — 已裁定的 PR 中 17/32 已合并
0/15OpenSSF Scorecard:Code-Review — 无数据
所用输入
merged_prs17
open_issues0
closed_issues40
issue_closed_ratio1
closed_unmerged_prs15
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
8.5/25所有者影响力 — qualixar 有 14 位关注者
9.9/25既往记录 — 17 个公开仓库,账户约 0 年
所用输入
followers14
owner_typeOrganization
is_verified
owner_loginqualixar
public_repos17
account_age_days139
评分方式
25/25已发布且可解析 — npm, pypi 上有 2 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 194 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagessuperlocalmemory, superlocalmemory
ecosystemsnpm, pypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

76良好 · 占总体的 20%

工程实践

60中等
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://arxiv.org/abs/2603.14588
10/10仓库描述
10/10主题标签 — 15 个主题标签
10/10Wiki
所用输入
topicsknowledge-graph, local-first, agent-memory, agent-reliability, ai-agents, claude-code, cursor, llm-memory, mcp, mcp-server, persistent-memory, qualixar, semantic-search, vector-search, windsurf
has_wiki
homepagehttps://arxiv.org/abs/2603.14588
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

40存在风险 · 占总体的 16%

安全态势

40存在风险
评分方式
30/30安全策略(SECURITY.md)
0/25Dependabot 配置
0/25依赖锁定文件 — 已发布的类库——锁定文件属于应用层关注点,不作要求
0/20CodeQL 工作流
所用输入
sourcefile_signals
lockfilespackage-lock.json, uv.lock
manifestspackage.json, plugin-src/requirements.txt, plugin/requirements.txt, pyproject.toml
has_codeql_workflow
has_security_policy
has_dependabot_config
已排除计分(无数据或不适用):依赖锁定文件。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

67中等 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md, plugin-src/rules/AGENTS.md
0/15机器可读文档(llms.txt)
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_filesAGENTS.md, plugin-src/rules/AGENTS.md
agent_instruction_max_bytes6,741
已排除计分(无数据或不适用):可读的提交历史。 其余权重已重新归一化。
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfilespackage-lock.json, uv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
已排除计分(无数据或不适用):已体现的代理实践, 自动化维护。 其余权重已重新归一化。
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
54.7/55可控的文件大小 — 采样的 1,159 个源文件中有 6 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes140,475
source_files_sampled1,159
oversized_source_files6
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

197GitHub 星标
6贡献者
877最近 12 个月提交数
0距最近推送天数
23发布版本数
1巴士系数(bus factor)
0开放议题
npm, PyPI软件包生态系统数

数据采集警告

  • OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks

更多细节

直接依赖 36
注册表软件包版本约束清单文件
npmdocx^9.5.1package.json
PyPIhttpx==0.28.1pyproject.toml
PyPInumpy==2.4.4pyproject.toml
PyPIscipy==1.17.1pyproject.toml
PyPInetworkx==3.6.1pyproject.toml
PyPImcp==1.28.1pyproject.toml
PyPIpython-dateutil==2.9.0.post0pyproject.toml
PyPIrank-bm25==0.2.2pyproject.toml
PyPIvadersentiment==3.3.2pyproject.toml
PyPIeinops==0.8.2pyproject.toml
PyPIfastapi==0.139.2pyproject.toml
PyPIuvicorn==0.46.0pyproject.toml
PyPIwebsockets==16.0pyproject.toml
PyPIzeroconf>=0.140pyproject.toml
PyPIlightgbm==4.6.0pyproject.toml
PyPIorjson==3.11.9pyproject.toml
PyPItomli-w==1.2.0pyproject.toml
PyPItree-sitter==0.25.2pyproject.toml
PyPItree-sitter-language-pack==0.13.0pyproject.toml
PyPIrustworkx==0.17.1pyproject.toml
PyPIwatchdog==5.0.3pyproject.toml
PyPIpsutil==7.2.2pyproject.toml
PyPIstructlog==25.5.0pyproject.toml
PyPIportalocker==3.2.0pyproject.toml
PyPIcryptography==48.0.1pyproject.toml
PyPIsentence-transformers==5.3.0pyproject.toml
PyPIoptimum==2.1.0pyproject.toml
PyPIonnxruntime==1.24.4pyproject.toml
PyPItransformers==5.5.4pyproject.toml
PyPIhuggingface_hub==1.5.0pyproject.toml
PyPItorch==2.11.0pyproject.toml
PyPIscikit-learn==1.8.0pyproject.toml
PyPIsqlite-vec==0.1.9pyproject.toml
PyPIlancedb==0.30.2pyproject.toml
PyPIpycozo==0.3.0pyproject.toml
PyPIllmlingua==0.2.2pyproject.toml
全部依赖 267

来自 GitHub 依赖图的完整解析依赖集合:42 个直接依赖与 225 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
npmdocx9.5.1直接
PyPIcryptography45.0.2直接
PyPIcryptography48.0.1直接
PyPIeinops0.8.2直接
PyPIfastapi0.136.1直接
PyPIfastapi0.139.2直接
PyPIhttpx0.28.1直接
PyPIhuggingface-hub0.36.2直接
PyPIhuggingface-hub1.5.0直接
PyPIlancedb0.30.2直接
PyPIlightgbm4.6.0直接
PyPIllmlingua0.2.2直接
PyPImcp1.27.1直接
PyPImcp1.28.1直接
PyPInetworkx3.6.1直接
PyPInumpy2.4.4直接
PyPIonnxruntime1.24.4直接
PyPIoptimum2.1.0直接
PyPIorjson3.11.9直接
PyPIportalocker3.2.0直接
PyPIpsutil7.2.2直接
PyPIpycozo0.3.0直接
PyPIpython-dateutil2.9.0.post0直接
PyPIrank-bm250.2.2直接
PyPIrustworkx0.17.1直接
PyPIscikit-learn1.8.0直接
PyPIscipy1.17.1直接
PyPIsentence-transformers5.3.0直接
PyPIsqlite-vec0.1.9直接
PyPIstructlog25.5.0直接
PyPItomli-w1.2.0直接
PyPItorch2.11.0直接
PyPItransformers4.57.6直接
PyPItransformers5.5.4直接
PyPItree-sitter0.25.2直接
PyPItree-sitter-language-pack0.13.0直接
PyPIuvicorn0.46.0直接
PyPIvadersentiment3.3.2直接
PyPIwatchdog5.0.3直接
PyPIwebsockets16.0直接
PyPIzeroconf直接
PyPIzeroconf0.149.16直接
npm@asamuzakjp/css-color5.1.11间接
npm@asamuzakjp/dom-selector7.1.1间接
npm@asamuzakjp/generational-cache1.0.1间接
npm@asamuzakjp/nwsapi2.3.9间接
npm@bramus/specificity2.4.2间接
npm@csstools/color-helpers6.0.2间接
npm@csstools/css-calc3.2.1间接
npm@csstools/css-color-parser4.1.7间接
npm@csstools/css-parser-algorithms4.0.0间接
npm@csstools/css-syntax-patches-for-csstree1.1.5间接
npm@csstools/css-tokenizer4.0.0间接
npm@exodus/bytes1.15.1间接
npm@types/node24.10.13间接
npmbidi-js1.0.3间接
npmcore-util-is1.0.3间接
npmcss-tree3.2.1间接
npmdata-urls7.0.0间接
npmdecimal.js10.6.0间接
npmentities8.0.0间接
npmhash.js1.1.7间接
npmhtml-encoding-sniffer6.0.0间接
npmimmediate3.0.6间接
npminherits2.0.4间接
npmis-potential-custom-element-name1.0.1间接
npmisarray1.0.0间接
npmjsdom29.1.1间接
npmjszip3.10.1间接
npmlie3.3.0间接
npmlru-cache11.5.1间接
npmmdn-data2.27.1间接
npmminimalistic-assert1.0.1间接
npmnanoid5.1.6间接
npmpako1.0.11间接
npmparse58.0.1间接
npmprocess-nextick-args2.0.1间接
npmpunycode2.3.1间接
npmreadable-stream2.3.8间接
npmrequire-from-string2.0.2间接
npmsafe-buffer5.1.2间接
npmsax1.4.4间接
npmsaxes6.0.0间接
npmsetimmediate1.0.5间接
npmsource-map-js1.2.1间接
npmstring_decoder1.1.1间接
npmsymbol-tree3.2.4间接
npmtldts7.4.3间接
npmtldts-core7.4.3间接
npmtough-cookie6.0.1间接
npmtr466.0.0间接
npmundici7.28.0间接
npmundici-types7.16.0间接
npmutil-deprecate1.0.2间接
npmw3c-xmlserializer5.0.0间接
npmwebidl-conversions8.0.1间接
npmwhatwg-mimetype5.0.0间接
npmwhatwg-url16.0.1间接
npmxml1.0.1间接
npmxml-js1.6.11间接
npmxml-name-validator5.0.0间接
npmxmlchars2.2.0间接
PyPIaccelerate1.14.0间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.13.0间接
PyPIattrs26.1.0间接
PyPIbackports-tarfile1.2.0间接
PyPIbuild间接
PyPIbuild1.5.0间接
PyPIcertifi2026.4.22间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclick8.4.0间接
PyPIcolorama0.4.6间接
PyPIcoverage7.14.0间接
PyPIcozo-embedded0.3.0间接
PyPIcuda-bindings13.2.0间接
PyPIcuda-pathfinder1.5.4间接
PyPIcuda-toolkit13.0.2间接
PyPIdeprecation2.1.0间接
PyPIdnspython2.8.0间接
PyPIdocutils0.22.4间接
PyPIemail-validator2.3.0间接
PyPIfastapi-cli0.0.24间接
PyPIfastapi-cloud-cli0.17.1间接
PyPIfastar0.11.0间接
PyPIfilelock3.29.0间接
PyPIflatbuffers25.12.19间接
PyPIfsspec2026.4.0间接
PyPIgeoopt间接
PyPIgeoopt0.5.1间接
PyPIgoogle-api-core2.30.3间接
PyPIgoogle-api-python-client间接
PyPIgoogle-api-python-client2.196.0间接
PyPIgoogle-auth2.53.0间接
PyPIgoogle-auth-httplib20.4.0间接
PyPIgoogle-auth-oauthlib间接
PyPIgoogle-auth-oauthlib1.4.0间接
PyPIgoogleapis-common-protos1.75.0间接
PyPIh110.16.0间接
PyPIhf-xet1.5.0间接
PyPIhttpcore1.0.9间接
PyPIhttpcore22.5.0间接
PyPIhttplib20.31.2间接
PyPIhttptools0.7.1间接
PyPIhttpx-sse0.4.3间接
PyPIhttpx22.5.0间接
PyPIicalendar间接
PyPIicalendar7.1.1间接
PyPIid1.6.1间接
PyPIidna3.18间接
PyPIifaddr0.2.0间接
PyPIimportlib-metadata9.0.0间接
PyPIiniconfig2.3.0间接
PyPIitsdangerous2.2.0间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.5.0间接
PyPIjeepney0.9.0间接
PyPIjinja23.1.6间接
PyPIjoblib1.5.3间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIkeyring间接
PyPIkeyring25.7.0间接
PyPIlance-namespace0.9.0间接
PyPIlance-namespace-urllib3-client0.9.0间接
PyPIlangchain-core间接
PyPIllama-index-core间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImdurl0.1.2间接
PyPImore-itertools11.0.2间接
PyPImpmath1.3.0间接
PyPInh30.3.5间接
PyPInltk3.9.4间接
PyPInvidia-cublas13.1.0.3间接
PyPInvidia-cuda-cupti13.0.85间接
PyPInvidia-cuda-nvrtc13.0.88间接
PyPInvidia-cuda-runtime13.0.96间接
PyPInvidia-cudnn-cu139.19.0.56间接
PyPInvidia-cufft12.0.0.61间接
PyPInvidia-cufile1.15.1.6间接
PyPInvidia-curand10.4.0.35间接
PyPInvidia-cusolver12.0.4.66间接
PyPInvidia-cusparse12.6.3.3间接
PyPInvidia-cusparselt-cu130.8.0间接
PyPInvidia-nccl-cu132.28.9间接
PyPInvidia-nvjitlink13.0.88间接
PyPInvidia-nvshmem-cu133.4.5间接
PyPInvidia-nvtx13.0.85间接
PyPIoauthlib3.3.1间接
PyPIoverrides7.7.0间接
PyPIpackaging26.2间接
PyPIpluggy1.6.0间接
PyPIproto-plus1.28.0间接
PyPIprotobuf7.34.1间接
PyPIpyarrow25.0.0间接
PyPIpyasn10.6.3间接
PyPIpyasn1-modules0.4.2间接
PyPIpycparser3.0间接
PyPIpydantic2.13.4间接
PyPIpydantic-core2.46.4间接
PyPIpydantic-extra-types2.11.1间接
PyPIpydantic-settings2.14.2间接
PyPIpygments2.20.0间接
PyPIpyjwt2.13.0间接
PyPIpyparsing3.3.2间接
PyPIpyproject-hooks1.2.0间接
PyPIpytest间接
PyPIpytest9.0.3间接
PyPIpytest-asyncio间接
PyPIpytest-asyncio1.3.0间接
PyPIpytest-cov间接
PyPIpytest-cov7.1.0间接
PyPIpython-dotenv1.2.2间接
PyPIpython-multipart间接
PyPIpython-multipart0.0.32间接
PyPIpywin32311间接
PyPIpywin32-ctypes0.2.3间接
PyPIpyyaml6.0.3间接
PyPIreadme-renderer44.0间接
PyPIreferencing0.37.0间接
PyPIregex2026.5.9间接
PyPIrequests2.34.2间接
PyPIrequests-oauthlib2.0.0间接
PyPIrequests-toolbelt1.0.0间接
PyPIrfc39862.0.0间接
PyPIrich15.0.0间接
PyPIrich-toolkit0.19.9间接
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原始 JSON 报告 机器可读
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  },
  "warnings": [
    "OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-19T21:18:52.876075Z",
  "schema_version": "0.15.0",
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}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.15.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计npm, PyPI.